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Examining Asymmetric Oil Price Exposure to Assets Return in Malaysia: A Nonlinear ARDL Approach

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  • Woo, Chiew Eng

    (School of Mathematical Sciences Universiti Sains Malaysia 11800 USM Penang MALAYSIA)

  • Kun, Sek Siok

    (School of Mathematical Sciences Universiti Sains Malaysia 11800 USM Penang MALAYSIA)

Abstract

Oil is one of the most important commodities and its impact on the global economy is evident through many studies. This study is focused on examining the nine sectors of stock returns in Malaysia. The main objective is to investigate the asymmetric effects of oil price changes (oil price increases and decreases) on the sectoral stock returns in Malaysia. Besides, this study also examines the spillover effect among the sectoral stock returns in Malaysia relative to the effects of other factors. By using monthly data from 2000 to 2017, the Non-linear Autoregressive Distributed Lags (NARDL) model is applied to model the asymmetric effect of oil price changes. The study detected the asymmetric effects of oil price changes with negative effect dominant, the positive effect and oil price effect is larger in the oil intensive sectors. However, the oil price is not the main determinant factor. The main factors determining the stock returns are exchange rate, Malaysia stock market return, world stock return and sectoral spillover effect. Among these factors, the exchange rate is the main factor that infuenced the stock return.

Suggested Citation

  • Woo, Chiew Eng & Kun, Sek Siok, 2019. "Examining Asymmetric Oil Price Exposure to Assets Return in Malaysia: A Nonlinear ARDL Approach," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 53(3), pages 23-41.
    • Handle: RePEc:ukm:jlekon:v:53:y:2019:i:3:p:23-41
    DOI: http://dx.doi.org/10.17576/JEM-2019-5303-3
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    1. Caporale, Guglielmo Maria & Menla Ali, Faek & Spagnolo, Nicola, 2015. "Oil price uncertainty and sectoral stock returns in China: A time-varying approach," China Economic Review, Elsevier, vol. 34(C), pages 311-321.
    2. Cunado, J. & Perez de Gracia, F., 2005. "Oil prices, economic activity and inflation: evidence for some Asian countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 45(1), pages 65-83, February.
    3. Basher, Syed A. & Sadorsky, Perry, 2006. "Oil price risk and emerging stock markets," Global Finance Journal, Elsevier, vol. 17(2), pages 224-251, December.
    4. Raza, Naveed & Jawad Hussain Shahzad, Syed & Tiwari, Aviral Kumar & Shahbaz, Muhammad, 2016. "Asymmetric impact of gold, oil prices and their volatilities on stock prices of emerging markets," Resources Policy, Elsevier, vol. 49(C), pages 290-301.
    5. Adamu Hassan & Mika’ilu Abubakar & Yusuf Umar Dantama, 2017. "Determinants of Exchange Rate Volatility: New Estimates from Nigeria," Eastern Journal of Economics and Finance, Pacharapa Naka, vol. 3(1), pages 1-12.
    6. Umar Bala & Lee Chin, 2018. "Asymmetric Impacts of Oil Price on Inflation: An Empirical Study of African OPEC Member Countries," Energies, MDPI, vol. 11(11), pages 1-21, November.
    7. Adamu Hassan & Mika’ilu Abubakar & Yusuf Umar Dantama, 2017. "Determinants of Exchange Rate Volatility: New Estimates from Nigeria," Eastern Journal of Economics and Finance, Online Science Publishing, vol. 3(1), pages 1-12.
    8. Papapetrou, Evangelia, 2001. "Oil price shocks, stock market, economic activity and employment in Greece," Energy Economics, Elsevier, vol. 23(5), pages 511-532, September.
    9. Aloui, Riadh & Ben Aïssa, Mohamed Safouane & Nguyen, Duc Khuong, 2013. "Conditional dependence structure between oil prices and exchange rates: A copula-GARCH approach," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 719-738.
    10. Narayan, Paresh Kumar & Gupta, Rangan, 2015. "Has oil price predicted stock returns for over a century?," Energy Economics, Elsevier, vol. 48(C), pages 18-23.
    11. Jones, Charles M & Kaul, Gautam, 1996. "Oil and the Stock Markets," Journal of Finance, American Finance Association, vol. 51(2), pages 463-491, June.
    12. Elyasiani, Elyas & Mansur, Iqbal & Odusami, Babatunde, 2011. "Oil price shocks and industry stock returns," Energy Economics, Elsevier, vol. 33(5), pages 966-974, September.
    13. Rebeca Jiménez-Rodríguez, 2015. "Oil price shocks and stock markets: testing for non-linearity," Empirical Economics, Springer, vol. 48(3), pages 1079-1102, May.
    14. Venus khim-sen Liew & Arunnan Balasubramaniam, 2017. "Oil Price Shocks and Sectoral Outputs: Empirical Evidence from Malaysia," Economics Bulletin, AccessEcon, vol. 37(1), pages 38-47.
    15. Narayan, Paresh Kumar & Sharma, Susan Sunila, 2011. "New evidence on oil price and firm returns," Journal of Banking & Finance, Elsevier, vol. 35(12), pages 3253-3262.
    16. Jasman Tuyon & Zamri Ahmada, 2016. "Behavioural finance perspectives on Malaysian stock market efficiency," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 16(1), pages 43-61, March.
    17. Roger D. Huang & Ronald W. Masulis & Hans R. Stoll, 1996. "Energy shocks and financial markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 16(1), pages 1-27, February.
    18. Apergis, Nicholas & Miller, Stephen M., 2009. "Do structural oil-market shocks affect stock prices?," Energy Economics, Elsevier, vol. 31(4), pages 569-575, July.
    19. Cunado, Juncal & Perez de Gracia, Fernando, 2003. "Do oil price shocks matter? Evidence for some European countries," Energy Economics, Elsevier, vol. 25(2), pages 137-154, March.
    20. Maghyereh, A., 2004. "Oil Price Shocks and Emerging Stock Markets: A Generalized VAR Approach," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 1(2), pages 27-40.
    21. Luo, Xingguo & Qin, Shihua, 2017. "Oil price uncertainty and Chinese stock returns: New evidence from the oil volatility index," Finance Research Letters, Elsevier, vol. 20(C), pages 29-34.
    22. Sunil K. Mohanty & Mohan Nandha, 2011. "Oil Risk Exposure: The Case of the U.S. Oil and Gas Sector," The Financial Review, Eastern Finance Association, vol. 46(1), pages 165-191, February.
    23. Hamilton, James D, 1983. "Oil and the Macroeconomy since World War II," Journal of Political Economy, University of Chicago Press, vol. 91(2), pages 228-248, April.
    24. Lutz Kilian & Daniel P. Murphy, 2014. "The Role Of Inventories And Speculative Trading In The Global Market For Crude Oil," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(3), pages 454-478, April.
    25. Dhaoui, Abderrazak & Goutte, Stéphane & Guesmi, Khaled, 2018. "The Asymmetric Responses of Stock Markets," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 33(1), pages 1096-1140.
    26. Nandha, Mohan & Faff, Robert, 2008. "Does oil move equity prices? A global view," Energy Economics, Elsevier, vol. 30(3), pages 986-997, May.
    27. Khalid M. Kisswani & Mohammad I. Elian, 2017. "Exploring the nexus between oil prices and sectoral stock prices: Nonlinear evidence from Kuwait stock exchange," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1286061-128, January.
    28. Li, Qiming & Cheng, Ke & Yang, Xiaoguang, 2017. "Response pattern of stock returns to international oil price shocks: From the perspective of China’s oil industrial chain," Applied Energy, Elsevier, vol. 185(P2), pages 1821-1831.
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